News
Claude Code Harness for AI Pentesting
1+ day, 4+ min ago (1722+ words) If you carry that into pentesting, the question changes. It stops being "Can Claude Code do pentesting?" and becomes "What would a pentest harness look like if it borrowed the right ideas from Claude Code and adapted them to target-facing,…...
AI Red Team Assistant, What Holds Up in a Real Engagement
7+ hour, 17+ min ago (1117+ words) The phrase AI red team assistant sounds precise until you try to buy one, build one, or trust one inside an actual engagement. Before arguing about product claims or engineering choices, it helps to separate the major categories. If you…...
Agentic AI Security in Production — MCP Security, Memory Poisoning, Tool Misuse, and the New Execution Boundary
1+ day, 17+ hour ago (1481+ words) Agent applications don't merely answer questions. They plan, retrieve, remembery execute actions through tools. Once your system can call an MCP server that can touch files, repos, tickets, cloud APIs, or internal data, you've built an automation platform with a…...
The Agentic Software Stack Is the New Paradigm for White-Box Auditing
2+ day, 23+ hour ago (626+ words) The table above synthesizes Anthropic's Claude Code docs and engineering notes with the MCP authorization spec, OpenTelemetry's GenAI conventions, and software supply-chain standards such as SLSA and in-toto. Taken together, those sources show that agent security has shifted from narrow…...
AI Security Operating Models Break at the Agent Boundary
5+ day, 4+ hour ago (793+ words) A useful way to see the difference is to compare the old workflow and the new one side by side. The comparison above synthesizes how CSO frames the old enterprise loop, how GitHub describes AI-assisted remediation, and how Microsoft and…...
AI Pentest Copilot, From Smart Suggestions to Verified Findings
1+ week, 8+ hour ago (802+ words) The market currently folds very different products under the same phrase. That becomes obvious as soon as you compare official descriptions. The table below synthesizes official product documentation and public positioning from PortSwigger, BugBase, Horizon3.ai, Aikido, and Cobalt. It is…...
CVE-2026-33634 and the Trivy supply chain compromise — how mutable tags turned a security scanner into a credential stealer
1+ week, 19+ hour ago (177+ words) These digests came from Docker and were echoed in the Trivy advisory. If any of them appear in local caches, CI logs, registry mirrors, or node-level image stores, you should treat the environment as exposed. (GitHub) The first three entries…...
Python Startup Hooks and PyPI Release Trust, What the LiteLLM Incident Changed for AI Infrastructure
1+ week, 2+ day ago (514+ words) The broader lesson is simple: source provenance and artifact provenance are related, but they are not the same control. Security review that stops at code review is incomplete for any project distributing release artifacts through a public index. The artifact…...
PentAGI vs Penligent, What Security Teams Should Actually Compare Before They Trust an AI Pentest Workflow
1+ week, 2+ day ago (511+ words) The table below is the comparison frame that actually matters. The table is not abstract theory. It is the practical consequence of reading product pages through the lens NIST and OWASP already give us. (" " " " " NIST) The comparison below stays inside…...
AI in Cyber Security, Where It Works, Where It Fails, and What Teams Need to Secure Next
1+ week, 3+ day ago (402+ words) This table is a synthesis, but it closely matches the way NIST, NCSC, MITRE, OWASP, and current threat-intelligence reporting describe the problem space. (Publicaciones del NIST) This is a judgment table rather than a standard, but it follows directly from…...